Co scientist resume
Skill panjose/Co-Scientist/skills/skills-codex-entry/co-scientist-resume
Resume an interrupted Co-Scientist run from Codex.From its SKILL.md
npx -y skills add panjose/Co-Scientist --skill co-scientist-resumeAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
One thing to look at
- 5 stars5 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.
SKILL.md
4.1 KB, 894 tokens by cl100k_base, as published. Nobody here has run it
co-scientist-resume
Goal:
- Resume one interrupted Co-Scientist run from persisted artifacts.
Expected input:
- one run directory such as
runs/test1
Execution steps:
-
Resolve the run directory relative to the repository root.
-
Confirm that
input.mdandstate/artifacts exist. -
Run:
python -m tools.host.project_cli resume <run-dir> --skill co-scientist-pipeline -
Read
state/PIPELINE_STATE.json,state/CURRENT_STAGE.json, andstate/HOST_AGENT_HANDOFF.json. -
Read the CLI JSON result and the run-local dashboard receipt artifacts:
runs/<run_id>/dashboard/LINKS.mdruns/<run_id>/dashboard/LINKS.json
-
If the CLI JSON contains
dashboardLinks:- If
dashboard.statusisrunning, returndashboardLinks.dashboardas the primary dashboard URL and include the deep links. - If
dashboard.statusisstarting, immediately run:
python -m tools.host.project_cli dashboard <run-dir>- Read the refreshed CLI JSON result plus
runs/<run_id>/dashboard/LINKS.md. - If
runtime.statusis nowrunning, return the refreshedlinks.dashboardURL as the primary dashboard URL and include the deep links. - If
runtime.statusis stillstarting, tell the user that the dashboard is still booting, point them toruns/<run_id>/dashboard/LINKS.md, and include the retry command:
$co-scientist-dashboard <run-dir> - If
-
Run the resume validator before continuing:
python -m tools.validation.contract_validation <run-dir> --resume --skill co-scientist-pipeline -
Resume only incomplete phases. Do not restart completed phases when their artifacts remain valid.
-
Continue from
skills/co-scientist-pipeline/SKILL.mdand the route recorded in persisted state. If the persisted route returnsrun_configuration, resume or rerunresearch-configand validateresearch_plan/RESEARCH_PLAN.jsonbefore any generation work.
Rules:
- Resume decisions must be artifact-driven.
- Preserve manifest history and dashboard links.
- Treat
runs/<run_id>/dashboard/LINKS.mdas the human-readable dashboard receipt andruns/<run_id>/dashboard/LINKS.jsonas the machine-readable receipt. - Treat validator failures as blocking until they are understood and fixed.
- If
research_plan/RESEARCH_PLAN.jsonis missing or invalid, expect resume routing to returnrun_configurationinstead of skipping directly to generation or evolution. - Obey the persisted route exactly during resume:
run_reviewresumes only review,run_insightsresumes only insights,run_proximityresumes only proximity,run_rankingresumes only ranking, andcontinue_evolutionmay create at most one child before closing that child through review, proximity, ranking with ranking update receipt coverage, convergence, and one appended round receipt. - Do not synthesize placeholder hypotheses, reviews, tournaments, proximity receipts, embeddings, or evolution-round receipts to make progress.
- If the required sub-skill or canonical tool cannot be executed, stop and report a resumable blocked state instead of writing low-information artifacts.
- A completed evolution round must be replayable from exactly one router decision, one evolved child, one review bundle, one proximity receipt, completed ranking artifacts with ranking update receipt coverage, one convergence update, and one appended round receipt.
- Round receipt tournament refs must be child-owned and duplicate-free; do not copy later opponent-side lifetime refs from
HYPOTHESIS.jsoninto an earlierEVOLUTION_ROUNDS.jsonlrecord. - Under
completion_driven + auto, continue until the routing plan reaches overview, a configured checkpoint, or a blocking validator/safety state. - If you must stop before convergence or a terminal route, tell the user the run is paused, current convergence has not been reached, persisted state is resumable, and the next recommended action is continue evolution through
$co-scientist-resume <run-dir>or an explicit continue request.
What ships with it
Read from the repository
Just SKILL.md. No reference files, no scripts.
Gives 0 of the 12 instructions most hr recruiting skills give in 894 tokens
Counted across 356 of the 357 authors here whose files we hold, read 2026-08-07
- Quantify achievements with specific metricsin 14 of 356, across 6 files
- Keep the resume under two pagesin 14 of 356, across 6 files
- Request the full job description if not providedin 12 of 356, across 4 files
- Extract keywords and prioritize job requirementsin 12 of 356, across 4 files
- Stop and ask for clarification if required inputs are missingin 12 of 356, across 5 files
- Map candidate experience to job requirementsin 11 of 356, across 3 files
- Ask if the user wants adjustmentsin 11 of 356, across 3 files
- Provide strengths and gap analysis after the resumein 10 of 356, across 2 files
- Request candidate background details if not providedin 10 of 356, across 2 files
- Format experience bullets as action verb plus resultin 10 of 356, across 2 files
- Ask for missing inputs before startingin 10 of 356, across 9 files
- Use exact job description terminologyin 9 of 356, across 1 file
Said here and by no other author read
- resolve the run directory relative to the repository root
- confirm input and state artifacts exist
- run the resume CLI command
- read pipeline state and dashboard artifacts
- return the primary dashboard URL and deep links if running
- run the dashboard CLI command if status is starting
Grouped from the skills themselves: near-identical wordings counted once, and counted by distinct author, so one author publishing three of these counts once. Length counted with cl100k_base; the agent that loads this file may tokenize it differently.